{"id":"W2974222341","doi":"10.1093/noajnl/vdz018","title":"Tumor-associated macrophage infiltration in meningioma","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Meningioma; Tumor microenvironment; Infiltration (HVAC); Pathology; Medicine; Immunofluorescence; Phenotype; Immune system; Tumor-associated macrophage; Cancer research; Biology; Tumor cells; Antibody; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001628552,0.0001777802,0.0001094418,0.0007500584,0.0001678322,0.0001816287,0.00007795179,0.0001326023,0.000805281],"category_scores_gemma":[0.0002016392,0.00005979411,0.0001040088,0.0002686516,0.0001115318,0.0001046034,0.0001500629,0.0001105527,0.0001944004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407919,"about_ca_system_score_gemma":0.0001270559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004385994,"about_ca_topic_score_gemma":0.0004590219,"domain_scores_codex":[0.9999382,0.00001522196,0.000007324034,0.0000112899,0.00001422809,0.00001374943],"domain_scores_gemma":[0.9999006,0.0000182844,0.00003527524,0.00000704006,0.00001807545,0.0000207125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001883163,0.0001254569,0.4821754,0.0004849077,0.0001028649,0.006395889,0.0003852749,0.0001945818,0.4809701,0.0002495039,0.0004762995,0.02655665],"study_design_scores_gemma":[0.00003743477,0.0007675489,0.8959162,0.00007203544,0.0001512762,0.02216078,0.0007727703,0.001160212,0.07271367,0.0004664628,0.005765292,0.00001623947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961313,0.00285458,0.0003119773,0.00002376607,0.00000949459,0.000009212192,0.00008695165,0.00001460512,0.0005581412],"genre_scores_gemma":[0.9989459,0.000585673,0.0001994289,0.000009384455,0.00001035745,0.000006808545,0.00005109595,0.000001412195,0.0001899285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000805281,"threshold_uncertainty_score":0.002693951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099819779885866,"score_gpt":0.2860127478304555,"score_spread":0.2750145500315969,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}